Finally, we explore the possibilities of using knowledge repositories for expressing image information in the form of knowledge concepts. We build an affinity matrix for over 22 000 concepts and 135 000 images. Distributed infrastructure for handling terabytes of data is laid down and initial results are reported for the proposed algorithm.